| GPT |
Generative Pre-trained Transformer |
generate human text or computer code based on input prompts |
language |
| BERT |
Bidirectional Encoder Representations from Transformers |
similar intent to GPT, but reads the text in two directions (helpful for translation) |
language |
| RNN |
Recurrent Neural Network |
meant for sequential data such as time-series or text |
time-series prediction, speech recognition, video |
| ResNet |
Residual Network |
Deep Convolutional Neural Network (CNN) used for image tasks |
images: image recognition tasks, object detection, facial recognition |
| SVM |
Support Vector Machine |
ML algorithm for classification and regression |
(See description) |
| WaveNet |
WaveNet |
model to generate raw audio waveform |
Speech Synthesis |
| GAN |
Generative Adversarial Network |
models used to generate synthetic data such as images, videos or sounds that resemble the training data |
Data augmentation |
| XGBoost |
Extreme Gradient Boosting |
an implementation of gradient boosting |
(See description) |